Deep technical breakdowns on Production Computer Vision, Agentic AI, RAG Pipelines, Embedded IoT Systems, and Local-First Software Engineering.
12 min
Engineering a local-first CV dataset development platform: YOLO-assisted auto-annotation, bbox and polygon segmentation, dataset health QA, and in-browser model training with live SSE logs.
9 min
How I built an offline-first typing trainer in Python and JavaScript with 10-agent deterministic AI, sub-millisecond telemetry, Web Audio DSP synthesis, and an 18 MB standalone binary.
8 min
Architecting a production-grade, event-driven AI platform for real-time anomaly validation and autonomous agentic incident investigations.
8 min
How we engineered a Multi-Agent Decision Intelligence Platform using Gemini 2.5 and Vertex AI to transform fragmented municipal data into actionable policy.
7 min
Building an intelligent, image-based vehicle matching platform using YOLOv5 and OSNet-AIN with zero database dependencies and sub-10ms search.
10 min
Architecting hybrid retrieval with FAISS + BM25 + Reciprocal Rank Fusion (RRF), knowledge graph exploration, and production-grade streaming Q&A.
9 min
How we architected a real-time Highway Traffic Management System at Arya Omnitalk to detect accidents in milliseconds processing 50,000+ daily events.
6 min
Predictive soil analytics and edge ML models saving 30% water in agricultural deployments. The foundational architecture behind our SIH winning system.
7 min
Leading Team Technocrats to the National Championship under the Ministry of Jal Shakti with JalTantra. Strategy, execution, and rapid hardware iteration.
8 min
Role-based access control, JWT authentication, and high-performance database schema across 164+ commits and 4 comprehensive user dashboards.
5 min
Detecting early burnout signals from free-form text using NLP sentiment analysis and micro-anomaly detection built during my internship at IBM India.
6 min
Automating electronic waste tracking with smart load cells, ultrasonic fill-level sensors, and MQTT pipelines connected to cloud dashboards.
5 min
Multi-object detection and tracking from live video streams. Frame rate optimization, non-maximum suppression, and bounding box pipelines.
4 min
Designing an autonomous robot using Arduino Mega, a 5-channel IR sensor array, and high-speed interrupt-driven motor PID loops.
11 min
A rigorous technical breakdown of Self-Attention, Multi-Head Projections, Positional Encodings, and Why 'Attention is All You Need'.
9 min
State-machine driven cyclical graphs, human-in-the-loop validation, and memory persistence in production agentic workflows.
8 min
Chunking strategies, reciprocal rank fusion, cross-encoder re-ranking, and context compression for zero-hallucination document intelligence.
7 min
From Small Language Models (SLMs) running locally on device to autonomous multi-agent swarms and continuous active learning loops.
6 min
Comparing throughput, payload overhead, reliability guarantees, and battery consumption for edge computing and industrial sensors.
8 min
Is Python dying for AI workloads? A deep benchmark comparison of speed, SIMD parallelism, safety, and ecosystem readiness in 2026.
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